Affordable Access

Optimization of neural network architecture using genetic programming improves detection and modeling of gene-gene interactions in studies of human diseases.

Authors
  • Ritchie, Marylyn D
  • White, Bill C
  • Parker, Joel S
  • Hahn, Lance W
  • Moore, Jason H
Type
Published Article
Journal
BMC Bioinformatics
Publisher
Springer (Biomed Central Ltd.)
Publication Date
Jul 07, 2003
Volume
4
Pages
28–28
Identifiers
PMID: 12846935
Source
Medline
License
Unknown

Abstract

This study suggests that a machine learning strategy for optimizing neural network architecture may be preferable to traditional trial-and-error approaches for the identification and characterization of gene-gene interactions in common, complex human diseases.

Report this publication

Statistics

Seen <100 times